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Anomalous diffusion and q-Weibull velocity distributions in epithelial cell migration
- Source :
- PLoS ONE, Vol 12, Iss 7, p e0180777 (2017), LOCUS Repositório Institucional da UFV, Universidade Federal de Viçosa (UFV), instacron:UFV, PLoS ONE
- Publication Year :
- 2017
- Publisher :
- Public Library of Science (PLoS), 2017.
-
Abstract
- In multicellular organisms, cell motility is central in all morphogenetic processes, tissue maintenance, wound healing and immune surveillance. Hence, the control of cell motion is a major demand in the creation of artificial tissues and organs. Here, cell migration assays on plastic 2D surfaces involving normal (MDCK) and tumoral (B16F10) epithelial cell lines were performed varying the initial density of plated cells. Through time-lapse microscopy quantities such as speed distributions, velocity autocorrelations and spatial correlations, as well as the scaling of mean-squared displacements were determined. We find that these cells exhibit anomalous diffusion with q-Weibull speed distributions that evolves non-monotonically to a Maxwellian distribution as the initial density of plated cells increases. Although short-ranged spatial velocity correlations mark the formation of small cell clusters, the emergence of collective motion was not observed. Finally, simulational results from a correlated random walk and the Vicsek model of collective dynamics evidence that fluctuations in cell velocity orientations are sufficient to produce q-Weibull speed distributions seen in our migration assays.
- Subjects :
- 0301 basic medicine
q-Weibull
Cell
Velocity
lcsh:Medicine
01 natural sciences
Epithelium
Madin Darby Canine Kidney Cells
Mice
Mathematical and Statistical Techniques
Cell Movement
Animal Cells
Medicine and Health Sciences
lcsh:Science
Statistical Data
Weibull distribution
Physics
Multidisciplinary
Mathematical Models
Classical Mechanics
Cell migration
Random walk
Curve Fitting
Cell Motility
medicine.anatomical_structure
Physical Sciences
Epithelial cell migration
Cellular Types
Anatomy
Cell Migration Assays
Statistics (Mathematics)
Statistical Distributions
Research Article
Anomalous diffusion
Motility
Cell Migration
Research and Analysis Methods
Time-Lapse Imaging
Motion
03 medical and health sciences
Dogs
Cell Line, Tumor
0103 physical sciences
medicine
Animals
010306 general physics
Scaling
Wound Healing
lcsh:R
Biology and Life Sciences
Epithelial Cells
Cell Biology
Models, Theoretical
Biological Tissue
030104 developmental biology
Random Walk
Biophysics
lcsh:Q
Mathematical Functions
Mathematics
Developmental Biology
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 12
- Issue :
- 7
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....89429c9d06960e8cca7290d655e98502